Commodity markets outlook : OPEC in historical context
2016 - wb_26905994
Shane S. Streifel
Description
Unique user defined ID
wb_26905994
Title
Commodity markets outlook : OPEC in historical context
Date published
2016/10/1
Resource type
working-paper
Reference country
| Country name |
|---|
| World |
Type
World Bank Library
ID number
090224b08469e6b9
Language
| Name | Code |
|---|---|
| English | EN |
Series
Series name
Publications & Research / working-paper / A World Bank quarterly report
Authoring information
Authors
| First name | Last name |
|---|---|
| Shane S. | Streifel |
Disclaimer and copyrights
Rights
World Bank
Terms governing use and reproduction
See World Bank Documents and Reports website at http://documents.worldbank.org/curated/en/home
Themes and topics
Topics
| Unique Identifier | Topic | Vocabulary |
|---|---|---|
| Topic 1 | International Economics and Trade | World Bank, Documents and Reports |
| Topic 2 | Macroeconomics and Economic Growth | World Bank, Documents and Reports |
| Subtopic 3 | Mining & Extractive Industry (Non-Energy) | World Bank, Documents and Reports |
| Subtopic 4 | Oil Refining & Gas Industry | World Bank, Documents and Reports |
| Subtopic 5 | Rural and Renewable Energy | World Bank, Documents and Reports |
| Subtopic 6 | Food Security | World Bank, Documents and Reports |
| Subtopic 7 | Energy Demand | World Bank, Documents and Reports |
| Subtopic 8 | Energy and Environment | World Bank, Documents and Reports |
| Subtopic 9 | Energy and Mining | World Bank, Documents and Reports |
| Subtopic 10 | Renewable Energy | World Bank, Documents and Reports |
LDA topics
LDA model
| Author | Model Identifier | Number of topics | Description | Corpus name |
|---|---|---|---|---|
| DECDG | WB_LDA_ALL_40 | 40 | Latent Dirichlet Allocation (LDA) | WB Docs |
LDA topics
Topic
Score (%)
Top words
Topic 21
29%
percent,
growth,
debt,
rate,
year,
increase,
price,
export,
high
Topic 12
23%
export,
price,
import,
product,
trade,
industry,
production,
market,
good
Topic 34
18%
country,
economic,
policy,
growth,
development,
region,
market,
world_bank,
world
Topic 19
13%
area,
irrigation,
crop,
production,
farm,
farmer,
land,
year,
agricultural
Topic 38
12%
energy,
bio_gas,
emission,
oil,
fuel,
total,
cost,
coal,
carbon
Topic 16
2%
datum,
result,
effect,
model,
table,
estimate,
level,
variable,
analysis
Topic 31
2%
republic,
finance,
date,
nonperforming_loan,
ministry,
party,
development,
repay,
borrower
Topic 5
1%
risk,
climate_change,
climate,
disaster,
flood,
impact,
loss,
adaptation,
damage
Topic 27
1%
fund,
financial,
bank,
statement,
audit,
donor,
grant,
year,
trust_fund
Topic 11
1%
law,
company,
regulation,
state,
require,
legal,
provide,
information,
issue
Topic 17
1%
transport,
port,
traffic,
cost,
railway,
service,
vehicle,
bus,
rail
Topic 1
1%
project,
implementation,
bank,
component,
objective,
performance,
million,
satisfactory,
indicator
Topic 6
1%
make,
people,
work,
group,
time,
problem,
state,
case,
good
Topic 15
1%
power,
electricity,
cost,
energy,
generation,
distribution,
supply,
tariff,
transmission
Topic 13
1%
project,
environmental,
social,
impact,
include,
management,
policy,
safeguard,
implementation
Topic 18
1%
agreement,
section,
association,
borrower,
project,
bank,
date,
condition,
paragraph
Topic 40
1%
water,
project,
river,
construction,
area,
environmental,
dam,
impact,
county
Topic 8
1%
forest,
area,
land,
management,
conservation,
resource,
forestry,
protect,
biodiversity
Topic 23
1%
date,
project,
actual,
target,
public,
baseline,
current,
end,
status
Topic 29
1%
country,
development,
bank,
world_bank,
sector,
work,
support,
global,
world_bank_group
Topic 32
1%
site,
construction,
environmental,
impact,
waste,
area,
contractor,
work,
material
Topic 35
1%
million,
government,
year,
investment,
sector,
development,
increase,
total,
plan
Topic 39
1%
project,
management,
procurement,
implementation,
financial,
include,
report,
activity,
support
Topic 2
1%
application,
world_bank,
bank,
recipient,
letter,
internet_user,
condition,
term,
deliver
Topic 9
1%
post,
plan,
open,
request,
implementation,
actual,
national,
envelope,
single_stage
Topic 24
1%
project,
environmental,
assessment,
service,
category,
development,
objective,
tel,
determine
Topic 28
1%
program,
community,
development,
support,
local,
level,
activity,
national,
government
Topic 37
1%
agricultural,
agriculture,
farmer,
research,
rural,
food,
production,
extension,
livestock
Topic 10
1%
sector,
government,
reform,
public,
policy,
program,
support,
improve,
development
Topic 33
1%
business,
economy,
tax,
time,
procedure,
cost,
day,
property,
indicator
Topic 36
1%
project,
cost,
total,
year,
million,
staff,
equipment,
program,
training
Metadata production
Document title
Commodity markets outlook : OPEC in historical context
Unique ID number for the document
wb_26905994
Producers
| Name | Abbreviation | Affiliation | Role |
|---|---|---|---|
| Development Economics Data Group | DECDG | World Bank | Generate metadata |